Evidence map›Paper›PMID 39428907›Full record

ReviewAcademic emergency medicine : official journal of the Society for Academic Emergency Medicine2025

Diagnostic reasoning and cognitive error in emergency medicine: Implications for teaching and learning.

Thierry Pelaccia, Jonathan Sherbino, Peter Wyer, Geoff Norman

Abstract readReview
In one paragraph

Review in Academic emergency medicine : official journal of the Society for Academic Emergency Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Review
  2. Transforming Human-AI Collaboration in Emergency Care: The Role of AI in Adaptive Support Across Diagnostic Reasoning Modes.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. When I say … intuition.Medical education · 2025
    Article
  13. Article
  14. Diagnostic reasoning and cognitive error in emergency medicine: Implications for teaching and learning.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2025
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Thierry PelacciaPrehospital Emergency Care Service (SAMU 67), Strasbourg University Hospital, Strasbourg, France.ORCID 0000-0002-0396-5428
Jonathan SherbinoMcMaster Education Research, Innovation and Theory (MERIT) Research Centre, McMaster University, Hamilton, Ontario, Canada.
Peter WyerDepartment of Emergency Medicine, Columbia University Irving Medical Center, New York, New York, USA.
Geoff NormanMcMaster Education Research, Innovation and Theory (MERIT) Research Centre, McMaster University, Hamilton, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAccurate diagnosis in emergency medicine (EM) is high stakes and challenging. Research into physicians' clinical reasoning has been ongoing since the late 1970s. The dual-process theory has established itself as a valid model, including in EM. It is based on the distinction between two information-processing systems. System 1 rapidly generates one or more diagnostic hypotheses almost instantaneously, driven by experiential knowledge, while System 2 proceeds more slowly and analytically, applying formal rules to arrive at a final diagnosis.

methodsWe reviewed the literature on dual-process theory in the fields of cognitive science, medical education and emergency medicine. RESULTS AND

conclusionThe literature reflects two prominent interpretations regarding the relationship between the fast and slow phases and these interpretations carry very different implications for the training of clinical learners. One interpretation, prominent in the EM community, presents it as a "check-and-balance" framework in which most diagnostic error is caused by cognitive biases originating within System 1. As a result, EM residents are frequently advised to deploy analytical (System 2) strategies to correct such biases. However, such teaching approaches are not supported by research into the nature of diagnostic reasoning. An alternative interpretation assumes a harmonious relationship between Systems 1 and 2 in which both fast and slow processes are driven by underlying knowledge that conditions performance and the occurrence of errors. Educational strategies corresponding to this alternative have not been explored in the EM literature. In this paper, we offer proposals for improving the teaching and learning of diagnostic reasoning by EM residents.

Indexed as

Clinical ReasoningCognitionDiagnostic ErrorsEmergency MedicineClinical CompetenceHumansInternship and ResidencyLearningTeaching

Identifiers

PMID39428907
PMCPMC11921069

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.